Database Management System for Data Analysis• SQL• Tableau• Analytic Solver Data Mining (XLMiner)

Collaborated with Pencils of Promise (PoP) data team for email marketing analytics to improve subscriber stickiness.• Analyzed subscriber behavior and email conversion rate with data collected from Salesforce marketing cloud• Provided recommendation on audience segmentation, content development, mass email scheduling, and marketing strategies• Developed predictive model to optimize email open rate and unsubscribe rate

Value Chain Integration and Innovation Department, MaaS Division• Analyzed Internet of Vehicles (IoV) data to identify high-demand and profitable zones for taxi• Conducted cluster analysis on spatial data to create interactive visualization map with R Markdown• Developed marketing strategies for ongoing new business

• Worked in a research team to analyze impact of AI on economy, industries and society of the United States• Programmed R to manipulate and visualize industrial data based on 49 Fama-French Market Industry Portfolios• Applied Regression Analysis, finding relation between AI development, Firm Size and Herfindahl-Hirschman Index

• Built Program Trading strategies with MultiCharts; performed analysis of futures and options of TAIEX• Implemented interactive social media campaign aimed at increasing subscription of company’s fan page